Artificial intelligence software is increasing in complexity. Delivery models typically include traditional licensing or a managed service approach. The structure used to deploy these systems can influence how they operate in production environments. The CEO of Amberd, Mazda Marvasti, believes platforms at this level should be delivered as a managed service rather than under…
Providing managed AI services at a predictable, fixed cost can be challenging when hyperscaler pricing models require substantial upfront GPU commitments. Large upfront commitments and limited infrastructure flexibility may prevent providers from aligning costs with their delivery model. Amberd CEO Mazda Marvasti encountered this issue when exploring GPU capacity through Amazon. The minimum requirement…
Speed in business decisions is becoming a defining competitive factor. Artificial intelligence tools now allow smaller teams to analyze information and act faster than traditional organizations. Established companies face increasing pressure as decision cycles shorten across industries. Mazda Marvasti, CEO of Amberd, says new entrants are already using AI to accelerate business decisions. He…
Many organizations struggle to deliver real-time business insights to executives. Traditional workflows require analysts and database teams to extract, prepare, and validate data before it reaches decision makers. That process can stretch across departments and delay critical answers.. The CEO of Amberd Mazda Marvasti states that the cycle to answer a single business question…
School Safety Today podcast, presented by Raptor Technologies. In this episode of School Safety Today, host Dr. Amy Grosso sits down with Dr. Penny Schultz, Assistant Director of School Safety and Security at Chesapeake Public Schools, to unpack the often-misunderstood role of School Resource Officers (SROs). The conversation highlights how effective SROs function not…
Regional public universities are being asked to do more with fewer students, fewer dollars, and less margin for error—making student persistence, timely graduation, and career outcomes central institutional concerns. Under mounting enrollment pressure and a shifting labor market, experiential learning has moved from a “nice to have” to a strategic imperative. Research consistently shows…
